1. Understanding COVID-19 propagation: a comprehensive mathematical model with Caputo fractional derivatives for Thailand
- Author
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Shamil E, Sayooj Aby Jose, Hasan S. Panigoro, Anuwat Jirawattanapanit, Benjamin I. Omede, and Zakaria Yaagoub
- Subjects
mathematical modeling ,epidemiology ,COVID-19 ,fractional differential equation (FDE) ,Caputo fractional ,ABM method ,Applied mathematics. Quantitative methods ,T57-57.97 ,Probabilities. Mathematical statistics ,QA273-280 - Abstract
This research introduces a sophisticated mathematical model for understanding the transmission dynamics of COVID-19, incorporating both integer and fractional derivatives. The model undergoes a rigorous analysis, examining equilibrium points, the reproduction number, and feasibility. The application of fixed point theory establishes the existence of a unique solution, demonstrating stability in the model. To derive approximate solutions, the generalized Adams-Bashforth-Moulton method is employed, further enhancing the study's analytical depth. Through a numerical simulation based on Thailand's data, the research delves into the intricacies of COVID-19 transmission, encompassing thorough data analysis and parameter estimation. The study advocates for a holistic approach, recommending a combined strategy of precautionary measures and home remedies, showcasing their substantial impact on pandemic mitigation. This comprehensive investigation significantly contributes to the broader understanding and effective management of the COVID-19 crisis, providing valuable insights for shaping public health strategies and guiding individual actions.
- Published
- 2024
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